Struct TemporalAgent 

pub struct TemporalAgent {
    pub decay_rate: f64,
    pub prediction_horizon: usize,
    pub anomaly_sigma: f64,
    pub learning_rate: f64,
    pub chirality_lock_threshold: u16,
    pub merge_trust: f64,
    /* private fields */
}

A temporal constraint agent that reads dodecets and develops temporal intelligence.

Fields

decay_rate: f64

Deadband decay rate. Controls how fast the funnel narrows. Higher = faster convergence but more overshoot. Default: 1.0 (square-root rate) Range: [0.1, 10.0]

prediction_horizon: usize

Prediction horizon: how many steps ahead to predict. Higher = more anticipation but less accurate. Default: 4

anomaly_sigma: f64

Anomaly sensitivity: how many sigmas for anomaly detection. Lower = more sensitive (more anomalies detected). Default: 2.0 (95% confidence)

learning_rate: f64

Learning rate for adaptive funnel shape. Higher = faster adaptation but noisier. Default: 0.1

chirality_lock_threshold: u16

Chirality lock threshold. Below this confidence, chamber is exploring. Controls when the agent commits to a chirality. Default: 500 (out of 1000 milliunits)

merge_trust: f64

Merge trust: how much to trust fleet consensus vs local. 0.0 = only local, 1.0 = only fleet. Default: 0.5

Implementations

impl TemporalAgent

pub fn new() -> Self

pub fn observe(&mut self, x: f64, y: f64) -> TemporalUpdate

Read a sensor value and update temporal model.

This is the main agentic control loop:

1. Snap the input (perception)
2. Compare with prediction (prediction error)
3. Update temporal model (learning)
4. Predict next state (planning)
5. Determine action (control)

pub fn deadband(&self, t: f64) -> f64

Get the current deadband threshold at time t ∈ [0, 1]

pub fn funnel_width(&self) -> f64

Get the current funnel width (0.0 = snapped, 1.0 = wide open).

pub fn temperature(&self) -> f64

Get the temporal “temperature” — how much the agent is still exploring. High T = exploring (entropy ≈ log₂(6)), Low T = committed (entropy ≈ 0).

pub fn summary(&self) -> AgentSummary

Get a summary of the agent’s temporal state.

Trait Implementations

impl Default for TemporalAgent

fn default() -> Self

Returns the “default value” for a type.